Dataset Drift

Dataset Drift is NOT detected. Dataset drift detection threshold is 0.5

16

Columns

2

Drifted Columns

0.125

Share of Drifted Columns

Data Drift Summary

Drift is detected for 12.5% of columns (2 out of 16).
Column
Type
Reference Distribution
Current Distribution
Data Drift
Stat Test
Drift Score
fidcat
DetectedJensen-Shannon distance0.832555
descriptioncat
DetectedJensen-Shannon distance0.753542
calciumnum
Not DetectedWasserstein distance (normed)0.026687
scorenum
Not DetectedWasserstein distance (normed)0.019942
transFatnum
Not DetectedWasserstein distance (normed)0.015892
sodiumnum
Not DetectedWasserstein distance (normed)0.014277
fatnum
Not DetectedWasserstein distance (normed)0.013871
saturatedFatnum
Not DetectedWasserstein distance (normed)0.011938
caloriesnum
Not DetectedWasserstein distance (normed)0.011798
proteinnum
Not DetectedWasserstein distance (normed)0.01119
potassiumnum
Not DetectedWasserstein distance (normed)0.009537
carbohydratesnum
Not DetectedWasserstein distance (normed)0.00908
cholesterolnum
Not DetectedWasserstein distance (normed)0.008193
sugarsnum
Not DetectedWasserstein distance (normed)0.007914
ironnum
Not DetectedWasserstein distance (normed)0.007611
fibernum
Not DetectedWasserstein distance (normed)0.006729